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Lekssz/README.md

πŸ‘‹ Hi, I'm Gbemileke Micah (Lekssz)

πŸŽ“ MSc Data Science (Distinction) | Kingston University London πŸ“Š Data Analysis β€’ Machine Learning β€’ Reinforcement Learning β€’ Financial Systems

LinkedIn GitHub Email


πŸš€ About Me

I'm a Data Science graduate passionate about building data-driven solutions for real-world problems. My interests span machine learning, reinforcement learning, data analytics, and quantitative finance, with a focus on applying analytical methods to trading systems, forecasting, and decision support.


πŸ’» Tech Stack

Languages & Tools

Python SQL Git GitHub PowerBI Tableau Oracle AWS

Libraries & Frameworks

Pandas NumPy Scikit-Learn PyTorch


🧠 Featured Projects

πŸ“ˆ Multi-Modal Reinforcement Learning Trading Agent

  • Built a PPO-based trading agent for BTCUSD and EURUSD
  • Integrated market prices, news signals, macroeconomic indicators and CNN embeddings
  • Performed feature ablation and cross-asset robustness testing
  • Evaluated using returns, Sharpe ratio, drawdown and trading metrics
  • Fully simulation-based implementation

🚒 Royal Anchor Shipping Database

  • Designed a normalized SQL database for a global shipping system
  • Modeled customers, vessels, routes, cargo, bookings and logistics operations
  • Implemented constraints, relationships and validation queries

πŸ“Š GitHub Analytics

GitHub Stats

Top Languages

GitHub Streak


πŸ“Š Interests

πŸ“Š Interests

β€’ Machine Learning Applications β€’ Feature Engineering β€’ Financial Market Modelling

  • β€’ Quantitative Finance β€’ Reinforcement Learning

πŸ“« Connect With Me

πŸ’Ό LinkedIn: https://www.linkedin.com/in/gbemileke-micah

πŸ“§ Email: micahleke@gmail.com

πŸ™ GitHub: https://github.com/Lekssz

Popular repositories Loading

  1. leks leks Public

    Principum

  2. Lekssz Lekssz Public

    Config files for my GitHub profile.

  3. technical_trading_strategy technical_trading_strategy Public

    A technical trading strategy for trading currencies

  4. time-series-forecasting-comparison time-series-forecasting-comparison Public

    Time-series model comparison (ARIMA/Prophet/LSTM) on equities; 7/30-day forecasts, uncertainty bands, and RMSE/MAE.Not investment advice

    Jupyter Notebook

  5. royal-anchor-shipping-db royal-anchor-shipping-db Public

    A complete relational database system for managing global shipping operations, including customers, bookings, containers, vessels, routes, port calls, crew assignments, and office staff. Built with…

  6. rl_trading_agent rl_trading_agent Public

    Multi-modal RL trading agent (CNN + PPO) integrating market prices, macroeconomic indicators, and news signals . MSc dissertation artefact.

    Python